基本信息

                      庞善民

                     西安交通大学软件学院

                             博士,副教授

工作经历

2015.10-2018.10        西安交通大学                    讲师

2017.09-2018.09     University of Virginia       访问学者

2018.10-至今              西安交通大学                   副教授

 

联系方式

地址:陕西省西安市咸宁西路28号西安交通大学软件学院软件小楼A-206

邮编:710049

E-mail: pangsm AT xjtu.edu.cn

办公电话: 029-82663000-8014

站点计数器
科学研究

研究领域:

计算机视觉与机器学习

媒体信息处理与数据挖掘

主持的科研项目

1、国家自然科学基金青年项目:基于图文联合的网络图像流检索方法研究,2017-2019.

2、中国博士后基金面上项目:基于扩散过程的网络图像流检索及摘要方法研究,2017-2018.

3、陕西省博士后基金面上项目:图像检索中的紧凑表示及重排序算法研究, 2018-2019.

4、中央高校基本科研业务费:基于随机游走和各向异性扩散的图像检索算法研究,2017-2019.

 

部分科研论文 (完整列表:www.researchgate.net/profile/Shanmin_Pang

期刊论文:

[1]     Shanmin Pang, Jin Ma, Jianru Xue, Jihua Zhu, Vicente Ordonez. Deep Feature Aggregation and Image Re-ranking with Heat Diffusion for Image Retrieval[J], IEEE Transactions on Multimedia, Accepted.

[2]     Shanmin Pang, Jin Ma, Jihua Zhu, Jianru Xue, Qi Tian. Improving Object Retrieval Quality by Integration of Similarity Propagation and Query Expansion[J], IEEE Transactions on Multimedia, Accepted.

[3]     Shanmin Pang, Jianru Xue, Jihua Zhu, Li Zhu, Qi Tian. Unifying sum and weighted aggregations for efficient yet effective image representation computation[J], IEEE Transactions on Image Processing, Vol 28, pp 841-852, 2019.

[4]     Shanmin Pang, Jihua Zhu, Jiaxing Wang, Vicente Ordonez, Jianru Xue. Building discriminative CNN image representations for object retrieval using the replicator equation[J], Pattern Recognition, vol 83, pp 151-160, 2018.

[5]     Shanmin Pang, Jianru Xue, Zhanning Gao, Lihong Zheng, Li Zhu. Large-scale vocabularies with local graph diffusion and mode seeking[J], Signal Processing and Image Communication, Vol 63, pp 1-8, 2018.

[6]     Bo Yang, Xuequn Shang, Shanmin Pang. Isometric hashing for image retrieval[J], Signal Processing and Image Communication, Vol 59, pp 117-130, 2017  

[7]     Zhanning Gao, Jianru Xue, Wengang Zhou, Shanmin Pang, Qi Tian. Democratic Diffusion Aggregation for Image Retrieval[J], IEEE Transactions on Multimedia, Vol 18, pp 1661-1674, 2016.

[8]     Shanmin Pang, Jianru Xue, Zhanning Gao, Qi Tian. Image re-ranking with an alternating optimization[J], Neurocomputing, Vol 165, pp 423-432, 2015.

[9]     Shanmin Pang, Jianru Xue, Qi Tian, Nanning Zheng. Exploiting local linear geometric structure for identifying correct matches[J], Computer Vision and Image Understanding, Vol 128, pp 51-64, 2014.

 

会议论文:

[1]     Jiaxing Wang, Jihua Zhu, Shanmin Pang*, Zhongyu Li, Yaochen Li, Xueming Qian. Adaptive Co-Weighting Deep Convolutional Features for Object Retrieval[C], ICME, 2018.

[2]     Bo Yang, Shuhui Liu, Shanmin Pang. Deep Subspace Similarity Fusion for the Prediction of Cancer Subtypes[C], IEEE BIBM, 2018.

[3]     Shanmin Pang, Li Zhu, Jihua Zhu, Jianru Xue. Beyond Sum and Weighted Aggregation: An Efficient Mixed Aggregation Method with Multiple Weights for Image Search[C], ACM MM (Thematic Workshops), 2017.

 

[4]     Shanmin Pang, Jianru Xue, Le Wang, Nanning Zheng. Large-Scale Bundle Adjustment by Parameter Vector Partition[C], ACCV, 2012. Best Application Paper Award.